Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 6:46 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4231200277780 |
| 1990-02-01 | 52.5115301818290 |
| 1990-03-01 | 52.9151694432732 |
| 1990-04-01 | 52.3786525831224 |
| 1990-05-01 | 51.9059777209243 |
| 1990-06-01 | 52.4115847128378 |
| 1990-07-01 | 52.4154435429909 |
| 1990-08-01 | 52.8131328249442 |
| 1990-09-01 | 52.7879580580090 |
| 1990-10-01 | 52.8463007312087 |
| 1990-11-01 | 53.0255648866708 |
| 1990-12-01 | 53.1032368000640 |
| 1991-01-01 | 53.1648309996696 |
| 1991-02-01 | 52.8844194089303 |
| 1991-03-01 | 52.6926766253376 |
| 1991-04-01 | 52.6499362253900 |
| 1991-05-01 | 52.3642603191968 |
| 1991-06-01 | 52.2411804732688 |
| 1991-07-01 | 51.2809356996858 |
| 1991-08-01 | 51.5555063702327 |
| 1991-09-01 | 51.6946250566281 |
| 1991-10-01 | 51.9096448251238 |
| 1991-11-01 | 52.0842955669180 |
| 1991-12-01 | 51.8540030836242 |
| 1992-01-01 | 52.3054000369096 |
| 1992-02-01 | 52.1012059302179 |
| 1992-03-01 | 51.4849398833617 |
| 1992-04-01 | 51.8109086364812 |
| 1992-05-01 | 52.0763532916785 |
| 1992-06-01 | 52.3295765146173 |
| 1992-07-01 | 52.5418220369593 |
| 1992-08-01 | 52.5316431339734 |
| 1992-09-01 | 52.5013314755538 |
| 1992-10-01 | 53.0421779300162 |
| 1992-11-01 | 52.7671375597501 |
| 1992-12-01 | 52.7002563693906 |
| 1993-01-01 | 52.6089700580898 |
| 1993-02-01 | 52.8006634348646 |
| 1993-03-01 | 51.0468247599881 |
| 1993-04-01 | 53.6573306564930 |
| 1993-05-01 | 53.7388152067440 |
| 1993-06-01 | 52.5164773385895 |
| 1993-07-01 | 53.8932329658820 |
| 1993-08-01 | 53.9203931390410 |
| 1993-09-01 | 54.6350548133903 |
| 1993-10-01 | 54.0944800383256 |
| 1993-11-01 | 53.9723552250890 |
| 1993-12-01 | 54.0897188208894 |
| 1994-01-01 | 53.8488773879306 |
| 1994-02-01 | 53.8342215171587 |
| 1994-03-01 | 52.4588775334427 |
| 1994-04-01 | 53.9145886749195 |
| 1994-05-01 | 53.8062114049923 |
| 1994-06-01 | 53.5271250302720 |
| 1994-07-01 | 53.8887807003752 |
| 1994-08-01 | 53.8219039407611 |
| 1994-09-01 | 53.8076249469665 |
| 1994-10-01 | 53.4671716476380 |
| 1994-11-01 | 53.4643730117089 |
| 1994-12-01 | 53.1772152257161 |
| 1995-01-01 | 54.0048694813348 |
| 1995-02-01 | 54.1809901169004 |
| 1995-03-01 | 54.9498051368659 |
| 1995-04-01 | 54.0889070665058 |
| 1995-05-01 | 53.6932620426526 |
| 1995-06-01 | 53.8423141513358 |
| 1995-07-01 | 53.4182603665935 |
| 1995-08-01 | 53.4486518210249 |
| 1995-09-01 | 53.4905467928319 |
| 1995-10-01 | 53.2998028974988 |
| 1995-11-01 | 53.6491540698296 |
| 1995-12-01 | 53.8364945392740 |
| 1996-01-01 | 52.9480222062571 |
| 1996-02-01 | 53.9452100648830 |
| 1996-03-01 | 53.8379019289101 |
| 1996-04-01 | 53.9476290503236 |
| 1996-05-01 | 54.7196220279060 |
| 1996-06-01 | 54.6889217949891 |
| 1996-07-01 | 54.7416477410013 |
| 1996-08-01 | 55.1021539746468 |
| 1996-09-01 | 54.9320376107338 |
| 1996-10-01 | 54.8606889070208 |
| 1996-11-01 | 54.8734456522705 |
| 1996-12-01 | 54.3764732531072 |
| 1997-01-01 | 54.6297423878127 |
| 1997-02-01 | 55.0194809204129 |
| 1997-03-01 | 54.3529596227943 |
| 1997-04-01 | 54.8897601452256 |
| 1997-05-01 | 55.1178572994887 |
| 1997-06-01 | 55.1726925938937 |
| 1997-07-01 | 55.2989146000646 |
| 1997-08-01 | 55.4803341922281 |
| 1997-09-01 | 55.6152907045910 |
| 1997-10-01 | 55.9157348851177 |
| 1997-11-01 | 55.6722106128115 |
| 1997-12-01 | 55.6831003645651 |
| 1998-01-01 | 53.9953272978960 |
| 1998-02-01 | 53.6837414369634 |
| 1998-03-01 | 54.0843124089673 |
| 1998-04-01 | 58.0739545756786 |
| 1998-05-01 | 58.0413178958129 |
| 1998-06-01 | 58.1059155495236 |
| 1998-07-01 | 59.0999203662314 |
| 1998-08-01 | 58.8862698924284 |
| 1998-09-01 | 59.0658840390909 |
| 1998-10-01 | 59.6885781070766 |
| 1998-11-01 | 59.7561329341972 |
| 1998-12-01 | 60.5714728361632 |
| 1999-01-01 | 60.7838362841970 |
| 1999-02-01 | 61.2028927894272 |
| 1999-03-01 | 65.7587326968481 |
| 1999-04-01 | 61.2336173512629 |
| 1999-05-01 | 61.3368571752969 |
| 1999-06-01 | 61.3181096971914 |
| 1999-07-01 | 60.7211309376792 |
| 1999-08-01 | 60.3408279095393 |
| 1999-09-01 | 61.0723040164404 |
| 1999-10-01 | 61.1385799190442 |
| 1999-11-01 | 61.7272877909873 |
| 1999-12-01 | 62.5418561398515 |
| 2000-01-01 | 62.1572429675963 |
| 2000-02-01 | 61.9865831800597 |
| 2000-03-01 | 63.4767307035179 |
| 2000-04-01 | 63.2361277545288 |
| 2000-05-01 | 62.6308682086727 |
| 2000-06-01 | 62.6702055778258 |
| 2000-07-01 | 63.4783474131360 |
| 2000-08-01 | 63.5441718383103 |
| 2000-09-01 | 64.0021220400329 |
| 2000-10-01 | 63.7676332915157 |
| 2000-11-01 | 63.8451388951291 |
| 2000-12-01 | 63.8746161537226 |
| 2001-01-01 | 64.2737103774971 |
| 2001-02-01 | 65.2306811375815 |
| 2001-03-01 | 64.6670659396547 |
| 2001-04-01 | 64.1816573556571 |
| 2001-05-01 | 64.5698996074248 |
| 2001-06-01 | 64.7682459613990 |
| 2001-07-01 | 64.6258934664963 |
| 2001-08-01 | 64.4422256727962 |
| 2001-09-01 | 64.4054755885949 |
| 2001-10-01 | 64.6295912116294 |
| 2001-11-01 | 64.4417751515128 |
| 2001-12-01 | 64.3837421986781 |
| 2002-01-01 | 64.5880116943455 |
| 2002-02-01 | 64.7334553984959 |
| 2002-03-01 | 65.0781139444572 |
| 2002-04-01 | 65.1890252662627 |
| 2002-05-01 | 65.1796497993462 |
| 2002-06-01 | 65.2109123084703 |
| 2002-07-01 | 65.1143350150278 |
| 2002-08-01 | 64.9077931991680 |
| 2002-09-01 | 64.7794525899564 |
| 2002-10-01 | 65.2615128232542 |
| 2002-11-01 | 65.6448830780053 |
| 2002-12-01 | 65.9488344364947 |
| 2003-01-01 | 66.9389597509785 |
| 2003-02-01 | 66.3437036353455 |
| 2003-03-01 | 64.8639817060527 |
| 2003-04-01 | 66.7620132367851 |
| 2003-05-01 | 67.1311760307467 |
| 2003-06-01 | 66.7528483527116 |
| 2003-07-01 | 67.0571342564743 |
| 2003-08-01 | 67.4907878235163 |
| 2003-09-01 | 67.7292624796199 |
| 2003-10-01 | 67.6144387088532 |
| 2003-11-01 | 67.7542702539917 |
| 2003-12-01 | 67.8178112188471 |
| 2004-01-01 | 68.7472351665199 |
| 2004-02-01 | 67.2548096080800 |
| 2004-03-01 | 67.7205783386447 |
| 2004-04-01 | 68.1636278404686 |
| 2004-05-01 | 68.2261067984305 |
| 2004-06-01 | 68.4375119619365 |
| 2004-07-01 | 68.6529051560221 |
| 2004-08-01 | 68.6756554209844 |
| 2004-09-01 | 68.4875006874569 |
| 2004-10-01 | 68.3291157155158 |
| 2004-11-01 | 68.2862501045403 |
| 2004-12-01 | 68.6294829655789 |
| 2005-01-01 | 67.8738581372660 |
| 2005-02-01 | 67.4714898466230 |
| 2005-03-01 | 66.9250331128779 |
| 2005-04-01 | 69.8135617583395 |
| 2005-05-01 | 69.7988824200583 |
| 2005-06-01 | 69.7216109777413 |
| 2005-07-01 | 69.8855812072629 |
| 2005-08-01 | 69.8151990209349 |
| 2005-09-01 | 70.1460221088557 |
| 2005-10-01 | 69.6048283996954 |
| 2005-11-01 | 69.7471726876058 |
| 2005-12-01 | 69.4738114694183 |
| 2006-01-01 | 70.2117108023242 |
| 2006-02-01 | 71.0673081794090 |
| 2006-03-01 | 71.4637105613216 |
| 2006-04-01 | 71.4813918161116 |
| 2006-05-01 | 71.1262044480784 |
| 2006-06-01 | 71.4248547589777 |
| 2006-07-01 | 71.3275793097819 |
| 2006-08-01 | 71.6796257114679 |
| 2006-09-01 | 71.8569653970215 |
| 2006-10-01 | 72.1576032737765 |
| 2006-11-01 | 72.1669619636555 |
| 2006-12-01 | 71.8938062346448 |
| 2007-01-01 | 71.7148517600966 |
| 2007-02-01 | 71.6907003069862 |
| 2007-03-01 | 71.1457568618756 |
| 2007-04-01 | 72.1867918966370 |
| 2007-05-01 | 72.7157516855707 |
| 2007-06-01 | 73.2296850598138 |
| 2007-07-01 | 73.3922647549359 |
| 2007-08-01 | 73.3484813438617 |
| 2007-09-01 | 73.4728516588798 |
| 2007-10-01 | 72.9573722678286 |
| 2007-11-01 | 73.4692525478744 |
| 2007-12-01 | 73.5481416886296 |
| 2008-01-01 | 73.6292765549677 |
| 2008-02-01 | 73.3376514340774 |
| 2008-03-01 | 73.0731498655148 |
| 2008-04-01 | 73.4768617138371 |
| 2008-05-01 | 73.5470931341291 |
| 2008-06-01 | 73.2302771401235 |
| 2008-07-01 | 73.3649039998974 |
| 2008-08-01 | 73.2132727970033 |
| 2008-09-01 | 72.8116724668395 |
| 2008-10-01 | 73.0472152728093 |
| 2008-11-01 | 72.2766447458412 |
| 2008-12-01 | 71.7823503541870 |
| 2009-01-01 | 72.2156257159496 |
| 2009-02-01 | 71.5448439582167 |
| 2009-03-01 | 70.9898313484987 |
| 2009-04-01 | 70.7077628336512 |
| 2009-05-01 | 70.9954960544539 |
| 2009-06-01 | 70.7453107144311 |
| 2009-07-01 | 70.4793191082448 |
| 2009-08-01 | 70.5709283698741 |
| 2009-09-01 | 70.9219821953659 |
| 2009-10-01 | 71.0781676204618 |
| 2009-11-01 | 71.1265858834642 |
| 2009-12-01 | 72.0448578020638 |
| 2010-01-01 | 71.7325493975458 |
| 2010-02-01 | 72.9102969507744 |
| 2010-03-01 | 70.9265599777421 |
| 2010-04-01 | 72.8630450219486 |
| 2010-05-01 | 72.6543541253033 |
| 2010-06-01 | 72.6653514727904 |
| 2010-07-01 | 72.4161950220213 |
| 2010-08-01 | 72.7065605557033 |
| 2010-09-01 | 72.4912860206855 |
| 2010-10-01 | 72.8346509697265 |
| 2010-11-01 | 73.1856947321169 |
| 2010-12-01 | 73.2678725635781 |
| 2011-01-01 | 75.0545110570354 |
| 2011-02-01 | 73.4618564512159 |
| 2011-03-01 | 73.7209505825137 |
| 2011-04-01 | 73.5696801818231 |
| 2011-05-01 | 73.7137513825283 |
| 2011-06-01 | 74.1482830852469 |
| 2011-07-01 | 74.1366581196817 |
| 2011-08-01 | 73.9988870194615 |
| 2011-09-01 | 74.4933896593530 |
| 2011-10-01 | 74.4723226843967 |
| 2011-11-01 | 74.8225977844685 |
| 2011-12-01 | 74.7411485075188 |
| 2012-01-01 | 75.3809955656588 |
| 2012-02-01 | 75.2446205209674 |
| 2012-03-01 | 77.0140400829361 |
| 2012-04-01 | 75.5584214754345 |
| 2012-05-01 | 74.3833838006338 |
| 2012-06-01 | 74.0464822637474 |
| 2012-07-01 | 72.9103051586485 |
| 2012-08-01 | 73.2384486625939 |
| 2012-09-01 | 73.4008259973132 |
| 2012-10-01 | 73.6172992466876 |
| 2012-11-01 | 73.5147005211848 |
| 2012-12-01 | 73.1657322906229 |
| 2013-01-01 | 72.3094327865870 |
| 2013-02-01 | 72.7403366239154 |
| 2013-03-01 | 72.5363768038017 |
| 2013-04-01 | 73.0846599491804 |
| 2013-05-01 | 73.3510538634797 |
| 2013-06-01 | 73.3057045169261 |
| 2013-07-01 | 73.8760023770546 |
| 2013-08-01 | 74.3182675570037 |
| 2013-09-01 | 74.2238107029378 |
| 2013-10-01 | 74.0712502511955 |
| 2013-11-01 | 74.1896983544162 |
| 2013-12-01 | 73.8187023020294 |
| 2014-01-01 | 75.0241296687505 |
| 2014-02-01 | 75.3018577816249 |
| 2014-03-01 | 72.8326031985309 |
| 2014-04-01 | 74.9235910932243 |
| 2014-05-01 | 75.5272022880431 |
| 2014-06-01 | 75.9341898291174 |
| 2014-07-01 | 75.6767648489083 |
| 2014-08-01 | 75.9277461818162 |
| 2014-09-01 | 75.9092132889875 |
| 2014-10-01 | 75.4983593937334 |
| 2014-11-01 | 75.4078488374489 |
| 2014-12-01 | 75.3761727705278 |
| 2015-01-01 | 75.4720684525192 |
| 2015-02-01 | 75.6526578235438 |
| 2015-03-01 | 72.9911444471587 |
| 2015-04-01 | 75.5717610430691 |
| 2015-05-01 | 76.6298742878165 |
| 2015-06-01 | 76.2022652145223 |
| 2015-07-01 | 76.5046816680415 |
| 2015-08-01 | 76.3487665218081 |
| 2015-09-01 | 76.0918740627782 |
| 2015-10-01 | 76.4268921239914 |
| 2015-11-01 | 76.3855558962963 |
| 2015-12-01 | 76.1323108080375 |
| 2016-01-01 | 76.3736582037144 |
| 2016-02-01 | 76.4742265685895 |
| 2016-03-01 | 76.7459316214062 |
| 2016-04-01 | 77.4957273038630 |
| 2016-05-01 | 76.9565943638663 |
| 2016-06-01 | 76.7959103311947 |
| 2016-07-01 | 76.6144896412938 |
| 2016-08-01 | 76.4317414794616 |
| 2016-09-01 | 76.7428774642300 |
| 2016-10-01 | 76.8353270450540 |
| 2016-11-01 | 77.1199312439569 |
| 2016-12-01 | 77.1862973387699 |
| 2017-01-01 | 76.9909607158198 |
| 2017-02-01 | 77.2933419921212 |
| 2017-03-01 | 77.0425424509961 |
| 2017-04-01 | 77.6517016741695 |
| 2017-05-01 | 77.5549430396863 |
| 2017-06-01 | 77.4234360424914 |
| 2017-07-01 | 77.1265681289470 |
| 2017-08-01 | 77.4349210329200 |
| 2017-09-01 | 77.3777454781075 |
| 2017-10-01 | 77.3805934012409 |
| 2017-11-01 | 77.0853724797526 |
| 2017-12-01 | 77.7617094923929 |
| 2018-01-01 | 77.9859835199210 |
| 2018-02-01 | 77.5037213433966 |
| 2018-03-01 | 76.7443601083052 |
| 2018-04-01 | 76.5955989391812 |
| 2018-05-01 | 77.7348688636556 |
| 2018-06-01 | 78.5766290490737 |
| 2018-07-01 | 78.3186559505612 |
| 2018-08-01 | 78.2792643249231 |
| 2018-09-01 | 77.8162723195344 |
| 2018-10-01 | 77.7296764967011 |
| 2018-11-01 | 77.8454705130722 |
| 2018-12-01 | 77.7716625046409 |
| 2019-01-01 | 77.9924051789276 |
| 2019-02-01 | 78.2991358615142 |
| 2019-03-01 | 76.1491673527421 |
| 2019-04-01 | 78.3569647963365 |
| 2019-05-01 | 78.5047300643218 |
| 2019-06-01 | 78.3528921267538 |
| 2019-07-01 | 78.5324298440867 |
| 2019-08-01 | 78.5176202697131 |
| 2019-09-01 | 78.3556105356815 |
| 2019-10-01 | 77.9336998924815 |
| 2019-11-01 | 77.5297813948695 |
| 2019-12-01 | 76.8415587364964 |
| 2020-01-01 | 77.4357696924901 |
| 2020-02-01 | 75.6352671602758 |
| 2020-03-01 | 76.2030269603394 |
| 2020-04-01 | 64.1293502917063 |
| 2020-05-01 | 68.9071904841740 |
| 2020-06-01 | 70.9594318186671 |
| 2020-07-01 | 71.4837546198073 |
| 2020-08-01 | 72.0244797020119 |
| 2020-09-01 | 73.0108381608754 |
| 2020-10-01 | 74.0574714097463 |
| 2020-11-01 | 74.5037215138025 |
| 2020-12-01 | 74.9992157049612 |
| 2021-01-01 | 74.1651870379005 |
| 2021-02-01 | 75.6333565537577 |
| 2021-03-01 | 73.1599596373132 |
| 2021-04-01 | 76.1773727241819 |
| 2021-05-01 | 75.8032048447854 |
| 2021-06-01 | 75.5996015989305 |
| 2021-07-01 | 76.1896786125457 |
| 2021-08-01 | 76.2311591233547 |
| 2021-09-01 | 76.4271113539066 |
| 2021-10-01 | 77.0864772365943 |
| 2021-11-01 | 77.5943585236595 |
| 2021-12-01 | 78.3298869238910 |
| 2022-01-01 | 78.2039723344264 |
| 2022-02-01 | 77.5429310890160 |
| 2022-03-01 | 78.2745417926416 |
| 2022-04-01 | 78.3811295326072 |
| 2022-05-01 | 77.9363631575228 |
| 2022-06-01 | 77.8195029972992 |
| 2022-07-01 | 78.0094424911044 |
| 2022-08-01 | 77.9436464833882 |
| 2022-09-01 | 77.8929077973445 |
| 2022-10-01 | 77.7970924390710 |
| 2022-11-01 | 77.9730537741357 |
| 2022-12-01 | 77.9319927561648 |
| 2023-01-01 | 77.5249930718967 |
| 2023-02-01 | 77.3572049115939 |
| 2023-03-01 | 77.9050906622128 |
| 2023-04-01 | 77.6161883253303 |
| 2023-05-01 | 77.6171380465408 |
| 2023-06-01 | 77.6408600664816 |
| 2023-07-01 | 77.2182809392350 |
| 2023-08-01 | 77.4830745400172 |
| 2023-09-01 | 77.7639021583033 |
| 2023-10-01 | 77.3747772921745 |
| 2023-11-01 | 76.1863529045680 |
| 2023-12-01 | 76.0566565024670 |
| 2024-01-01 | 77.0369230360194 |
| 2024-02-01 | 77.8381434592854 |
| 2024-03-01 | 78.1306534908314 |
| 2024-04-01 | 78.0616218350958 |
| 2024-05-01 | 78.6354359438976 |
| 2024-06-01 | 79.1255599083108 |
| 2024-07-01 | 78.4260306800305 |
| 2024-08-01 | 78.4803816319374 |
| 2024-09-01 | 78.5774493798634 |
| 2024-10-01 | 78.2752904331500 |
| 2024-11-01 | 77.8339145655812 |
| 2024-12-01 | 77.7932102887882 |
| 2025-01-01 | 78.5527966461323 |
| 2025-02-01 | 78.6668556172250 |
| 2025-03-01 | 78.5563722176806 |
| 2025-04-01 | 79.1695136246678 |
| 2025-05-01 | 79.7727120994368 |
| 2025-06-01 | 79.3255941457359 |
| 2025-07-01 | 79.2181223072856 |
| 2025-08-01 | 79.1764975580409 |
| 2025-09-01 | 78.9870132288626 |
| 2025-10-01 | 79.3958603751726 |
| 2025-11-01 | 80.1585928931782 |
| 2025-12-01 | 80.2728411887062 |
| 2026-01-01 | 84.1957021362665 |
| 2026-02-01 | 83.8816148828216 |
| 2026-03-01 | 78.2935079744900 |
| 2026-04-01 | 76.6533475265589 |
| 2026-05-01 | 75.1271848600555 |
| 2026-06-01 | 75.7687828068867 |
| 2026-07-01 | 76.4698611370573 |